restless - Story 119121 | Emotion Vectors in Gemma4-31B

The departure board flickered, displaying the dreaded "DELAYED" next to her flight number. A tremor ran through Amelia. She ran a hand through her already disheveled hair. She’d been up since four, anticipating this moment. Now, she was stuck. She drummed her fingers against the cold metal armrest of the waiting area chair. Her jaw clenched. She needed to be in time for her grandmother's 90th birthday celebration. This delay felt like a personal affront.

Emotion: restless

Cluster: Fatigue / Lethargy

PC1 (Valence): -0.51 Negative

PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion restless. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 restless stories, after denoising with neutral dialogue baselines, produces the restless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the restless vector is projected through the unembedding matrix.

Promoted:

`own`	0.485
`’`	0.363
`S`	0.333
`tìm`	0.316
`destination`	0.272

Suppressed:

`B`	-0.421
`заслу`	-0.297
`টুকু`	-0.211
`arada`	-0.204
`background`	-0.202